Promoting Open Science in Educational Data Mining: An Interactive Tutorial on Licensing, Data, and Containers
Conference: EDM 2024 | July 14th - 17th, 2024 | Atlanta, Georgia, USA
Hybrid: #July 14th 9:00 AM - 12:30 PM EST# $2024-07-14 09:00:00-12:30:00 -05:00$
Across the past decade, the open science movement has increased its momentum, making research more openly available and reproducible across different environments. In parallel, data mining within education has provided a better understanding of the behaviors and interactions among students and teachers. However, there is a discernible gap between the understanding and application of open science practices in data mining. In this tutorial, we will expand the knowledge base towards open data and open analysis. First, we will introduce the complexities of intellectual property and licensing within open science. Next, we will provide insights into data sharing methods that preserve the privacy of participants. Finally, we will conclude with an interactive demonstration on sharing research materials reproducibly. We will tailor the content towards the needs and goals of the participants, enabling researchers with the necessary resources and knowledge to implement these concepts effectively and responsibly.
This project is available on OSF under the CC-BY-4.0 License.